Inheritance diagram for ldaplusplus::em::MultinomialSupervisedMStep< Scalar >:

Public Member Functions
	MultinomialSupervisedMStep (Scalar mu=2.)

virtual void	m_step (std::shared_ptr< parameters::Parameters > parameters) override

virtual void	doc_m_step (const std::shared_ptr< corpus::Document > doc, const std::shared_ptr< parameters::Parameters > v_parameters, std::shared_ptr< parameters::Parameters > m_parameters) override

Public Member Functions inherited from ldaplusplus::events::EventDispatcherComposition
std::shared_ptr< EventDispatcherInterface >	get_event_dispatcher ()

void	set_event_dispatcher (std::shared_ptr< EventDispatcherInterface > dispatcher)

Member Function Documentation

template<typename Scalar >

void ldaplusplus::MultinomialSupervisedMStep::doc_m_step	(	const std::shared_ptr< corpus::Document >	doc,
		const std::shared_ptr< parameters::Parameters >	v_parameters,
		std::shared_ptr< parameters::Parameters >	m_parameters
	)

overridevirtual

Perform calculations for a specific document.The variational parameters are only passed to the maximization step in this method. In other implementations this method is usually called sufficient statistics.This method allows for the implementation of online LDA inference methods.

Parameters

doc	A single document
v_parameters	The variational parameters computed in the e-step
m_parameters	Model parameters could be changed in case of online methods

Implements ldaplusplus::em::MStepInterface< Scalar >.

template<typename Scalar >

void ldaplusplus::MultinomialSupervisedMStep::m_step ( std::shared_ptr< parameters::Parameters > parameters )

overridevirtual

Maximize the ELBO.This function usually changes the passed in parameters.

Parameters

parameters Model parameters (maybe changed after call)

Implements ldaplusplus::em::MStepInterface< Scalar >.

The documentation for this class was generated from the following files:

include/ldaplusplus/em/MultinomialSupervisedMStep.hpp
src/ldaplusplus/em/MultinomialSupervisedMStep.cpp

Public Member Functions

Member Function Documentation